autoplan

You can automate the engineering and design review pipeline by running a single command that loads the required review skills from disk, applies six decision principles, and surfaces taste decisions at a final approval gate.

An auto-review pipeline for project plans loads CEO, design, and engineering review skills from disk, orchestrates them in sequence via gstack, and applies six decision principles to auto-decide the plan at a final gate.

Yes, you need the relevant CEO, design, and engineering review skills present on disk before running the auto-review gauntlet, as the pipeline loads them dynamically to execute the sequential decision flow.

Yes, the plan review workflow integrates with the gstack orchestration framework to coordinate multi-skill execution steps, produce a fully reviewed plan, and support telemetry and policy surfaces.

The auto-review process handles borderline scope and disagreements by surfacing close approaches, borderline scope, and codex disagreements as taste decisions at a final approval gate for manual review.

The single-command auto-review pipeline requires all relevant review skills to be present on disk and uses the gstack framework, meaning it cannot execute if dependencies are missing or if the orchestration environment is unavailable.